Identification of Seasonality in Time Series with Python Machine Learning Client for SAP HANA

SAP HANA, SAP HANA Cloud

1. Introduction Seasonality is an important characteristic of a time series and our Python Machine Learning Client for SAP HANA (hana_ml) offers a time series function called seasonal_decompose() which provides a seasonality test and the decomposition the time series into three components: seasonal, trend, and random noise. In this blog post, you will learn: 1.1 […]

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How to Share/Deploy/Undeploy local BPM process using NWDS

SAP Process Orchestration, SAP Process Integration

This blog will provide step by step guide on how to Import/Export,Deploy/Undeploy BPM Process using NWDS and PO. 1) How to Export BPM Process/SC? Open Development Infrastructure Perspective window->Perspective->Open Perspective->Other->Development Infrastructure. Open Component browser and select the SC and click on export Select all development components and click on force build. Click on next and […]

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Outlier Detection using Statistical Tests in Python Machine Learning Client for SAP HANA

SAP HANA

In datasets with multiple features, one typical type of outliers are those corresponding to extreme values in numerical features. In this blog post, we will show how to use statistical tests algorithms in Python machine learning client for SAP HANA(i.e. hana_ml) to detect such outliers. In this blog post, you will learn: Introduction Outliers are […]

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